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ATAL
2006
Springer
13 years 11 months ago
Probabilistic policy reuse in a reinforcement learning agent
We contribute Policy Reuse as a technique to improve a reinforcement learning agent with guidance from past learned similar policies. Our method relies on using the past policies ...
Fernando Fernández, Manuela M. Veloso
MICRO
2006
IEEE
162views Hardware» more  MICRO 2006»
14 years 1 months ago
Adaptive Caches: Effective Shaping of Cache Behavior to Workloads
We present and evaluate the idea of adaptive processor cache management. Specifically, we describe a novel and general scheme by which we can combine any two cache management alg...
Ranjith Subramanian, Yannis Smaragdakis, Gabriel H...
AIED
2007
Springer
13 years 11 months ago
'Tis Better to Construct than to Receive? The Effects of Diagram Tools on Causal Reasoning
Previous research on the use of diagrams for argumentation instruction has highlighted, but not conclusively demonstrated, their potential benefits. We examine the relative benefit...
Matthew W. Easterday, Vincent Aleven, Richard Sche...
WCE
2007
13 years 8 months ago
Simulating the Latent Effect of Attrition on Project Management
Staff attrition is a problem often faced by software development organizations. We used process modeling and simulation to estimate the effect of different staffing policies on th...
P. K. Suri, Rachna Soni
FLAIRS
2009
13 years 5 months ago
Lifting the Limitations in a Rule-based Policy Language
The predicates that are used to encode a planning domain in PDDL often do not include concepts that are important for effectively reasoning about problems in the domain. In partic...
Alan Lindsay, Maria Fox, Derek Long